Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 140486 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 22.5 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Text | 4 |
| Categorical | 6 |
| Boolean | 2 |
Academic Pressure is highly overall correlated with Age and 6 other fields | High correlation |
Age is highly overall correlated with Academic Pressure and 4 other fields | High correlation |
CGPA is highly overall correlated with Academic Pressure and 6 other fields | High correlation |
Depression is highly overall correlated with Academic Pressure and 6 other fields | High correlation |
Job Satisfaction is highly overall correlated with Academic Pressure and 4 other fields | High correlation |
Study Satisfaction is highly overall correlated with Academic Pressure and 6 other fields | High correlation |
Work Pressure is highly overall correlated with Academic Pressure and 4 other fields | High correlation |
Working Professional or Student is highly overall correlated with Academic Pressure and 6 other fields | High correlation |
Sleep Duration is highly imbalanced (61.2%) | Imbalance |
Dietary Habits is highly imbalanced (64.9%) | Imbalance |
id is uniformly distributed | Uniform |
id has unique values | Unique |
Academic Pressure has 112604 (80.2%) zeros | Zeros |
Work Pressure has 27882 (19.8%) zeros | Zeros |
Study Satisfaction has 112604 (80.2%) zeros | Zeros |
Job Satisfaction has 27882 (19.8%) zeros | Zeros |
Work/Study Hours has 12042 (8.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-15 16:35:40.670543 |
|---|---|
| Analysis finished | 2024-12-15 16:35:49.709102 |
| Duration | 9.04 seconds |
| Software version | ydata-profiling vv4.11.0 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
Uniform  Unique 
| Distinct | 140486 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70342.754 |
| Minimum | 0 |
|---|---|
| Maximum | 140699 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7032.25 |
| Q1 | 35164.25 |
| median | 70343.5 |
| Q3 | 105519.75 |
| 95-th percentile | 133659.75 |
| Maximum | 140699 |
| Range | 140699 |
| Interquartile range (IQR) | 70355.5 |
Descriptive statistics
| Standard deviation | 40617.763 |
|---|---|
| Coefficient of variation (CV) | 0.57742639 |
| Kurtosis | -1.200123 |
| Mean | 70342.754 |
| Median Absolute Deviation (MAD) | 35178 |
| Skewness | 0.0001064067 |
| Sum | 9.8821721 × 109 |
| Variance | 1.6498026 × 109 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 93796 | 1 | < 0.1% |
| 93790 | 1 | < 0.1% |
| 93791 | 1 | < 0.1% |
| 93792 | 1 | < 0.1% |
| 93793 | 1 | < 0.1% |
| 93794 | 1 | < 0.1% |
| 93795 | 1 | < 0.1% |
| 93797 | 1 | < 0.1% |
| 93771 | 1 | < 0.1% |
| Other values (140476) | 140476 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 140699 | 1 | |
| 140698 | 1 | |
| 140697 | 1 | |
| 140696 | 1 | |
| 140695 | 1 | |
| 140694 | 1 | |
| 140693 | 1 | |
| 140692 | 1 | |
| 140691 | 1 | |
| 140690 | 1 |
Name
Text
| Distinct | 422 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 MiB |
Length
| Max length | 14 |
|---|---|
| Median length | 11 |
| Mean length | 5.6446265 |
| Min length | 2 |
Unique
| Unique | 178 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Aaradhya |
|---|---|
| 2nd row | Vivan |
| 3rd row | Yuvraj |
| 4th row | Yuvraj |
| 5th row | Rhea |
| Value | Count | Frequency (%) |
| rohan | 3177 | 2.3% |
| aarav | 2333 | 1.7% |
| rupak | 2176 | 1.5% |
| aaradhya | 2041 | 1.5% |
| anvi | 2032 | 1.4% |
| raghavendra | 1875 | 1.3% |
| vani | 1656 | 1.2% |
| tushar | 1595 | 1.1% |
| ritvik | 1589 | 1.1% |
| shiv | 1566 | 1.1% |
| Other values (413) | 120448 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 162123 | |
| i | 82287 | 10.4% |
| h | 73737 | 9.3% |
| n | 53900 | 6.8% |
| r | 48397 | 6.1% |
| s | 35419 | 4.5% |
| A | 33379 | 4.2% |
| v | 31490 | 4.0% |
| R | 23709 | 3.0% |
| y | 22328 | 2.8% |
| Other values (41) | 226222 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 792991 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 162123 | |
| i | 82287 | 10.4% |
| h | 73737 | 9.3% |
| n | 53900 | 6.8% |
| r | 48397 | 6.1% |
| s | 35419 | 4.5% |
| A | 33379 | 4.2% |
| v | 31490 | 4.0% |
| R | 23709 | 3.0% |
| y | 22328 | 2.8% |
| Other values (41) | 226222 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 792991 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 162123 | |
| i | 82287 | 10.4% |
| h | 73737 | 9.3% |
| n | 53900 | 6.8% |
| r | 48397 | 6.1% |
| s | 35419 | 4.5% |
| A | 33379 | 4.2% |
| v | 31490 | 4.0% |
| R | 23709 | 3.0% |
| y | 22328 | 2.8% |
| Other values (41) | 226222 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 792991 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 162123 | |
| i | 82287 | 10.4% |
| h | 73737 | 9.3% |
| n | 53900 | 6.8% |
| r | 48397 | 6.1% |
| s | 35419 | 4.5% |
| A | 33379 | 4.2% |
| v | 31490 | 4.0% |
| R | 23709 | 3.0% |
| y | 22328 | 2.8% |
| Other values (41) | 226222 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.8988227 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Male | 77350 | |
| Female | 63136 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 77350 | |
| female | 63136 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 203622 | |
| a | 140486 | |
| l | 140486 | |
| M | 77350 | 11.2% |
| F | 63136 | 9.2% |
| m | 63136 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 688216 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 203622 | |
| a | 140486 | |
| l | 140486 | |
| M | 77350 | 11.2% |
| F | 63136 | 9.2% |
| m | 63136 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 688216 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 203622 | |
| a | 140486 | |
| l | 140486 | |
| M | 77350 | 11.2% |
| F | 63136 | 9.2% |
| m | 63136 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 688216 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 203622 | |
| a | 140486 | |
| l | 140486 | |
| M | 77350 | 11.2% |
| F | 63136 | 9.2% |
| m | 63136 | 9.2% |
Age
Real number (ℝ)
High correlation 
| Distinct | 43 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.401342 |
| Minimum | 18 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 30 |
| median | 42 |
| Q3 | 51 |
| 95-th percentile | 58 |
| Maximum | 60 |
| Range | 42 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 12.379656 |
|---|---|
| Coefficient of variation (CV) | 0.30641696 |
| Kurtosis | -1.1481766 |
| Mean | 40.401342 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.21909687 |
| Sum | 5675823 |
| Variance | 153.25589 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 5241 | 3.7% |
| 49 | 5094 | 3.6% |
| 38 | 4557 | 3.2% |
| 53 | 4523 | 3.2% |
| 57 | 4392 | 3.1% |
| 47 | 4194 | 3.0% |
| 46 | 4078 | 2.9% |
| 51 | 3926 | 2.8% |
| 54 | 3924 | 2.8% |
| 18 | 3898 | 2.8% |
| Other values (33) | 96659 |
| Value | Count | Frequency (%) |
| 18 | 3898 | |
| 19 | 2622 | |
| 20 | 3499 | |
| 21 | 2732 | |
| 22 | 2063 | |
| 23 | 2890 | |
| 24 | 3345 | |
| 25 | 2923 | |
| 26 | 2104 | |
| 27 | 2609 |
| Value | Count | Frequency (%) |
| 60 | 2497 | |
| 59 | 3778 | |
| 58 | 2932 | |
| 57 | 4392 | |
| 56 | 5241 | |
| 55 | 2846 | |
| 54 | 3924 | |
| 53 | 4523 | |
| 52 | 2589 | |
| 51 | 3926 |
City
Text
| Distinct | 98 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 MiB |
Length
| Max length | 18 |
|---|---|
| Median length | 11 |
| Mean length | 7.0176317 |
| Min length | 2 |
Unique
| Unique | 52 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Ludhiana |
|---|---|
| 2nd row | Varanasi |
| 3rd row | Visakhapatnam |
| 4th row | Mumbai |
| 5th row | Kanpur |
| Value | Count | Frequency (%) |
| kalyan | 6587 | 4.7% |
| patna | 5918 | 4.2% |
| vasai-virar | 5756 | 4.1% |
| kolkata | 5683 | 4.0% |
| ahmedabad | 5601 | 4.0% |
| meerut | 5520 | 3.9% |
| ludhiana | 5216 | 3.7% |
| pune | 5200 | 3.7% |
| rajkot | 5193 | 3.7% |
| visakhapatnam | 5173 | 3.7% |
| Other values (89) | 84643 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 218818 | |
| r | 75317 | 7.6% |
| n | 67805 | 6.9% |
| i | 58547 | 5.9% |
| d | 49524 | 5.0% |
| e | 47235 | 4.8% |
| u | 42732 | 4.3% |
| h | 38177 | 3.9% |
| o | 32171 | 3.3% |
| t | 32132 | 3.3% |
| Other values (39) | 323421 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 985879 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 218818 | |
| r | 75317 | 7.6% |
| n | 67805 | 6.9% |
| i | 58547 | 5.9% |
| d | 49524 | 5.0% |
| e | 47235 | 4.8% |
| u | 42732 | 4.3% |
| h | 38177 | 3.9% |
| o | 32171 | 3.3% |
| t | 32132 | 3.3% |
| Other values (39) | 323421 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 985879 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 218818 | |
| r | 75317 | 7.6% |
| n | 67805 | 6.9% |
| i | 58547 | 5.9% |
| d | 49524 | 5.0% |
| e | 47235 | 4.8% |
| u | 42732 | 4.3% |
| h | 38177 | 3.9% |
| o | 32171 | 3.3% |
| t | 32132 | 3.3% |
| Other values (39) | 323421 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 985879 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 218818 | |
| r | 75317 | 7.6% |
| n | 67805 | 6.9% |
| i | 58547 | 5.9% |
| d | 49524 | 5.0% |
| e | 47235 | 4.8% |
| u | 42732 | 4.3% |
| h | 38177 | 3.9% |
| o | 32171 | 3.3% |
| t | 32132 | 3.3% |
| Other values (39) | 323421 |
Working Professional or Student
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 MiB |
| Working Professional | |
|---|---|
| Student |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 17.419914 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Working Professional |
|---|---|
| 2nd row | Working Professional |
| 3rd row | Student |
| 4th row | Working Professional |
| 5th row | Working Professional |
Common Values
| Value | Count | Frequency (%) |
| Working Professional | 112604 | |
| Student | 27882 | 19.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| working | 112604 | |
| professional | 112604 | |
| student | 27882 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 337812 | |
| n | 253090 | |
| r | 225208 | 9.2% |
| i | 225208 | 9.2% |
| s | 225208 | 9.2% |
| e | 140486 | 5.7% |
| W | 112604 | 4.6% |
| l | 112604 | 4.6% |
| a | 112604 | 4.6% |
| f | 112604 | 4.6% |
| Other values (8) | 589826 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2447254 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 337812 | |
| n | 253090 | |
| r | 225208 | 9.2% |
| i | 225208 | 9.2% |
| s | 225208 | 9.2% |
| e | 140486 | 5.7% |
| W | 112604 | 4.6% |
| l | 112604 | 4.6% |
| a | 112604 | 4.6% |
| f | 112604 | 4.6% |
| Other values (8) | 589826 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2447254 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 337812 | |
| n | 253090 | |
| r | 225208 | 9.2% |
| i | 225208 | 9.2% |
| s | 225208 | 9.2% |
| e | 140486 | 5.7% |
| W | 112604 | 4.6% |
| l | 112604 | 4.6% |
| a | 112604 | 4.6% |
| f | 112604 | 4.6% |
| Other values (8) | 589826 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2447254 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 337812 | |
| n | 253090 | |
| r | 225208 | 9.2% |
| i | 225208 | 9.2% |
| s | 225208 | 9.2% |
| e | 140486 | 5.7% |
| W | 112604 | 4.6% |
| l | 112604 | 4.6% |
| a | 112604 | 4.6% |
| f | 112604 | 4.6% |
| Other values (8) | 589826 |
Profession
Text
| Distinct | 65 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 MiB |
Length
| Max length | 22 |
|---|---|
| Median length | 20 |
| Mean length | 9.6089575 |
| Min length | 2 |
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Chef |
|---|---|
| 2nd row | Teacher |
| 3rd row | Student |
| 4th row | Teacher |
| 5th row | Business Analyst |
| Value | Count | Frequency (%) |
| student | 27886 | 15.5% |
| teacher | 24900 | 13.8% |
| consultant | 8940 | 5.0% |
| other | 8572 | 4.7% |
| content | 7811 | 4.3% |
| writer | 7811 | 4.3% |
| manager | 7735 | 4.3% |
| analyst | 6755 | 3.7% |
| architect | 4362 | 2.4% |
| engineer | 4154 | 2.3% |
| Other values (64) | 71552 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 181143 | |
| t | 163272 | |
| n | 116874 | 8.7% |
| r | 108653 | 8.0% |
| a | 103366 | 7.7% |
| c | 63038 | 4.7% |
| i | 59219 | 4.4% |
| u | 56455 | 4.2% |
| h | 52915 | 3.9% |
| s | 44257 | 3.3% |
| Other values (40) | 400732 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1349924 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 181143 | |
| t | 163272 | |
| n | 116874 | 8.7% |
| r | 108653 | 8.0% |
| a | 103366 | 7.7% |
| c | 63038 | 4.7% |
| i | 59219 | 4.4% |
| u | 56455 | 4.2% |
| h | 52915 | 3.9% |
| s | 44257 | 3.3% |
| Other values (40) | 400732 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1349924 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 181143 | |
| t | 163272 | |
| n | 116874 | 8.7% |
| r | 108653 | 8.0% |
| a | 103366 | 7.7% |
| c | 63038 | 4.7% |
| i | 59219 | 4.4% |
| u | 56455 | 4.2% |
| h | 52915 | 3.9% |
| s | 44257 | 3.3% |
| Other values (40) | 400732 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1349924 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 181143 | |
| t | 163272 | |
| n | 116874 | 8.7% |
| r | 108653 | 8.0% |
| a | 103366 | 7.7% |
| c | 63038 | 4.7% |
| i | 59219 | 4.4% |
| u | 56455 | 4.2% |
| h | 52915 | 3.9% |
| s | 44257 | 3.3% |
| Other values (40) | 400732 |
Academic Pressure
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6236351 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 112604 |
| Zeros (%) | 80.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.3960374 |
|---|---|
| Coefficient of variation (CV) | 2.2385485 |
| Kurtosis | 3.0875179 |
| Mean | 0.6236351 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1186444 |
| Sum | 87612 |
| Variance | 1.9489204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 112604 | |
| 3 | 7460 | 5.3% |
| 5 | 6293 | 4.5% |
| 4 | 5154 | 3.7% |
| 1 | 4799 | 3.4% |
| 2 | 4176 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 112604 | |
| 1 | 4799 | 3.4% |
| 2 | 4176 | 3.0% |
| 3 | 7460 | 5.3% |
| 4 | 5154 | 3.7% |
| 5 | 6293 | 4.5% |
| Value | Count | Frequency (%) |
| 5 | 6293 | 4.5% |
| 4 | 5154 | 3.7% |
| 3 | 7460 | 5.3% |
| 2 | 4176 | 3.0% |
| 1 | 4799 | 3.4% |
| 0 | 112604 |
Work Pressure
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4034993 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 27882 |
| Zeros (%) | 19.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7361274 |
|---|---|
| Coefficient of variation (CV) | 0.72233324 |
| Kurtosis | -1.2911811 |
| Mean | 2.4034993 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.054049958 |
| Sum | 337658 |
| Variance | 3.0141384 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27882 | |
| 2 | 24342 | |
| 4 | 22476 | |
| 5 | 22387 | |
| 3 | 21868 | |
| 1 | 21531 |
| Value | Count | Frequency (%) |
| 0 | 27882 | |
| 1 | 21531 | |
| 2 | 24342 | |
| 3 | 21868 | |
| 4 | 22476 | |
| 5 | 22387 |
| Value | Count | Frequency (%) |
| 5 | 22387 | |
| 4 | 22476 | |
| 3 | 21868 | |
| 2 | 24342 | |
| 1 | 21531 | |
| 0 | 27882 |
CGPA
Real number (ℝ)
High correlation 
| Distinct | 332 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.71850877 |
| Minimum | -1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 112604 |
| Negative (%) | 80.2% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 8.91 |
| Maximum | 10 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.5146505 |
|---|---|
| Coefficient of variation (CV) | 4.8915903 |
| Kurtosis | 0.87210322 |
| Mean | 0.71850877 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6376282 |
| Sum | 100940.42 |
| Variance | 12.352768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 112604 | |
| 8.04 | 821 | 0.6% |
| 9.96 | 425 | 0.3% |
| 5.74 | 409 | 0.3% |
| 8.95 | 371 | 0.3% |
| 9.21 | 343 | 0.2% |
| 7.25 | 339 | 0.2% |
| 7.09 | 320 | 0.2% |
| 7.88 | 318 | 0.2% |
| 9.44 | 317 | 0.2% |
| Other values (322) | 24219 | 17.2% |
| Value | Count | Frequency (%) |
| -1 | 112604 | |
| 5.03 | 17 | < 0.1% |
| 5.06 | 15 | < 0.1% |
| 5.08 | 95 | 0.1% |
| 5.09 | 20 | < 0.1% |
| 5.1 | 66 | < 0.1% |
| 5.11 | 112 | 0.1% |
| 5.12 | 167 | 0.1% |
| 5.14 | 19 | < 0.1% |
| 5.16 | 209 | 0.1% |
| Value | Count | Frequency (%) |
| 10 | 58 | < 0.1% |
| 9.98 | 59 | < 0.1% |
| 9.97 | 139 | 0.1% |
| 9.96 | 425 | |
| 9.95 | 133 | 0.1% |
| 9.94 | 71 | 0.1% |
| 9.93 | 274 | |
| 9.92 | 60 | < 0.1% |
| 9.91 | 123 | 0.1% |
| 9.9 | 28 | < 0.1% |
Study Satisfaction
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58447817 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 112604 |
| Zeros (%) | 80.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.3216756 |
|---|---|
| Coefficient of variation (CV) | 2.2612917 |
| Kurtosis | 3.4859105 |
| Mean | 0.58447817 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1900604 |
| Sum | 82111 |
| Variance | 1.7468264 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 112604 | |
| 4 | 6358 | 4.5% |
| 2 | 5837 | 4.2% |
| 3 | 5819 | 4.1% |
| 1 | 5448 | 3.9% |
| 5 | 4420 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 112604 | |
| 1 | 5448 | 3.9% |
| 2 | 5837 | 4.2% |
| 3 | 5819 | 4.1% |
| 4 | 6358 | 4.5% |
| 5 | 4420 | 3.1% |
| Value | Count | Frequency (%) |
| 5 | 4420 | 3.1% |
| 4 | 6358 | 4.5% |
| 3 | 5819 | 4.1% |
| 2 | 5837 | 4.2% |
| 1 | 5448 | 3.9% |
| 0 | 112604 |
Job Satisfaction
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3842589 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 27882 |
| Zeros (%) | 19.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7363003 |
|---|---|
| Coefficient of variation (CV) | 0.72823477 |
| Kurtosis | -1.2807964 |
| Mean | 2.3842589 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.084897153 |
| Sum | 334955 |
| Variance | 3.0147386 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27882 | |
| 2 | 24733 | |
| 5 | 22775 | |
| 1 | 22282 | |
| 3 | 21924 | |
| 4 | 20890 |
| Value | Count | Frequency (%) |
| 0 | 27882 | |
| 1 | 22282 | |
| 2 | 24733 | |
| 3 | 21924 | |
| 4 | 20890 | |
| 5 | 22775 |
| Value | Count | Frequency (%) |
| 5 | 22775 | |
| 4 | 20890 | |
| 3 | 21924 | |
| 2 | 24733 | |
| 1 | 22282 | |
| 0 | 27882 |
Sleep Duration
Categorical
Imbalance 
| Distinct | 36 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 MiB |
| Less than 5 hours | |
|---|---|
| 7-8 hours | |
| More than 8 hours | |
| 5-6 hours | |
| 3-4 hours | 12 |
| Other values (31) | 67 |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 13.065822 |
| Min length | 2 |
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | More than 8 hours |
|---|---|
| 2nd row | Less than 5 hours |
| 3rd row | 5-6 hours |
| 4th row | Less than 5 hours |
| 5th row | 5-6 hours |
Common Values
| Value | Count | Frequency (%) |
| Less than 5 hours | 38723 | |
| 7-8 hours | 36917 | |
| More than 8 hours | 32679 | |
| 5-6 hours | 32088 | |
| 3-4 hours | 12 | < 0.1% |
| 6-7 hours | 8 | < 0.1% |
| 4-5 hours | 7 | < 0.1% |
| 2-3 hours | 5 | < 0.1% |
| 4-6 hours | 5 | < 0.1% |
| 6-8 hours | 4 | < 0.1% |
| Other values (26) | 38 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| hours | 140471 | |
| than | 71403 | |
| 5 | 38724 | 9.1% |
| less | 38723 | 9.1% |
| 7-8 | 36917 | 8.7% |
| 8 | 32680 | 7.7% |
| more | 32679 | 7.7% |
| 5-6 | 32088 | 7.6% |
| 3-4 | 12 | < 0.1% |
| 6-7 | 8 | < 0.1% |
| Other values (27) | 57 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 283276 | ||
| s | 217918 | |
| h | 211878 | |
| o | 173160 | |
| r | 173156 | |
| u | 140476 | |
| e | 71412 | 3.9% |
| t | 71409 | 3.9% |
| n | 71409 | 3.9% |
| a | 71408 | 3.9% |
| Other values (28) | 350063 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1835565 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 283276 | ||
| s | 217918 | |
| h | 211878 | |
| o | 173160 | |
| r | 173156 | |
| u | 140476 | |
| e | 71412 | 3.9% |
| t | 71409 | 3.9% |
| n | 71409 | 3.9% |
| a | 71408 | 3.9% |
| Other values (28) | 350063 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1835565 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 283276 | ||
| s | 217918 | |
| h | 211878 | |
| o | 173160 | |
| r | 173156 | |
| u | 140476 | |
| e | 71412 | 3.9% |
| t | 71409 | 3.9% |
| n | 71409 | 3.9% |
| a | 71408 | 3.9% |
| Other values (28) | 350063 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1835565 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 283276 | ||
| s | 217918 | |
| h | 211878 | |
| o | 173160 | |
| r | 173156 | |
| u | 140476 | |
| e | 71412 | 3.9% |
| t | 71409 | 3.9% |
| n | 71409 | 3.9% |
| a | 71408 | 3.9% |
| Other values (28) | 350063 |
Dietary Habits
Categorical
Imbalance 
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 MiB |
| Moderate | |
|---|---|
| Unhealthy | |
| Healthy | |
| Yes | 2 |
| No | 2 |
| Other values (18) | 19 |
Length
| Max length | 17 |
|---|---|
| Median length | 12 |
| Mean length | 8.010122 |
| Min length | 1 |
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Healthy |
|---|---|
| 2nd row | Unhealthy |
| 3rd row | Healthy |
| 4th row | Moderate |
| 5th row | Unhealthy |
Common Values
| Value | Count | Frequency (%) |
| Moderate | 49628 | |
| Unhealthy | 46147 | |
| Healthy | 44688 | |
| Yes | 2 | < 0.1% |
| No | 2 | < 0.1% |
| More Healthy | 2 | < 0.1% |
| Electrician | 1 | < 0.1% |
| Pratham | 1 | < 0.1% |
| BSc | 1 | < 0.1% |
| Gender | 1 | < 0.1% |
| Other values (13) | 13 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| moderate | 49628 | |
| unhealthy | 46147 | |
| healthy | 44693 | |
| no | 3 | < 0.1% |
| more | 2 | < 0.1% |
| less | 2 | < 0.1% |
| yes | 2 | < 0.1% |
| electrician | 1 | < 0.1% |
| m.tech | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| Other values (13) | 13 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 190108 | |
| a | 140476 | |
| t | 140471 | |
| h | 136991 | |
| l | 90844 | |
| y | 90840 | |
| o | 49637 | 4.4% |
| r | 49636 | 4.4% |
| M | 49633 | 4.4% |
| d | 49630 | 4.4% |
| Other values (26) | 137044 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1125310 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 190108 | |
| a | 140476 | |
| t | 140471 | |
| h | 136991 | |
| l | 90844 | |
| y | 90840 | |
| o | 49637 | 4.4% |
| r | 49636 | 4.4% |
| M | 49633 | 4.4% |
| d | 49630 | 4.4% |
| Other values (26) | 137044 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1125310 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 190108 | |
| a | 140476 | |
| t | 140471 | |
| h | 136991 | |
| l | 90844 | |
| y | 90840 | |
| o | 49637 | 4.4% |
| r | 49636 | 4.4% |
| M | 49633 | 4.4% |
| d | 49630 | 4.4% |
| Other values (26) | 137044 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1125310 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 190108 | |
| a | 140476 | |
| t | 140471 | |
| h | 136991 | |
| l | 90844 | |
| y | 90840 | |
| o | 49637 | 4.4% |
| r | 49636 | 4.4% |
| M | 49633 | 4.4% |
| d | 49630 | 4.4% |
| Other values (26) | 137044 |
Degree
Text
| Distinct | 112 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 MiB |
Length
| Max length | 20 |
|---|---|
| Median length | 16 |
| Mean length | 4.3828068 |
| Min length | 1 |
Unique
| Unique | 69 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | BHM |
|---|---|
| 2nd row | LLB |
| 3rd row | B.Pharm |
| 4th row | BBA |
| 5th row | BBA |
| Value | Count | Frequency (%) |
| class | 14702 | 9.5% |
| 12 | 14701 | 9.5% |
| b.ed | 11680 | 7.5% |
| b.arch | 8729 | 5.6% |
| b.com | 8107 | 5.2% |
| b.pharm | 5851 | 3.8% |
| bca | 5728 | 3.7% |
| m.ed | 5662 | 3.6% |
| mca | 5225 | 3.4% |
| bba | 5026 | 3.2% |
| Other values (105) | 69791 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 85058 | |
| M | 60141 | 9.8% |
| . | 56567 | 9.2% |
| C | 36857 | 6.0% |
| A | 35168 | 5.7% |
| h | 31136 | 5.1% |
| s | 29422 | 4.8% |
| c | 27532 | 4.5% |
| a | 25129 | 4.1% |
| E | 24075 | 3.9% |
| Other values (46) | 204638 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 615723 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 85058 | |
| M | 60141 | 9.8% |
| . | 56567 | 9.2% |
| C | 36857 | 6.0% |
| A | 35168 | 5.7% |
| h | 31136 | 5.1% |
| s | 29422 | 4.8% |
| c | 27532 | 4.5% |
| a | 25129 | 4.1% |
| E | 24075 | 3.9% |
| Other values (46) | 204638 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 615723 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 85058 | |
| M | 60141 | 9.8% |
| . | 56567 | 9.2% |
| C | 36857 | 6.0% |
| A | 35168 | 5.7% |
| h | 31136 | 5.1% |
| s | 29422 | 4.8% |
| c | 27532 | 4.5% |
| a | 25129 | 4.1% |
| E | 24075 | 3.9% |
| Other values (46) | 204638 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 615723 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 85058 | |
| M | 60141 | 9.8% |
| . | 56567 | 9.2% |
| C | 36857 | 6.0% |
| A | 35168 | 5.7% |
| h | 31136 | 5.1% |
| s | 29422 | 4.8% |
| c | 27532 | 4.5% |
| a | 25129 | 4.1% |
| E | 24075 | 3.9% |
| Other values (46) | 204638 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 71057 | |
| True | 69429 |
Work/Study Hours
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.2520038 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 12042 |
| Zeros (%) | 8.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 6 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.8532697 |
|---|---|
| Coefficient of variation (CV) | 0.61632555 |
| Kurtosis | -1.2833661 |
| Mean | 6.2520038 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.12786456 |
| Sum | 878319 |
| Variance | 14.847687 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 14172 | |
| 11 | 12807 | |
| 9 | 12691 | |
| 0 | 12042 | |
| 12 | 11386 | |
| 2 | 10586 | 7.5% |
| 6 | 10420 | 7.4% |
| 7 | 9856 | 7.0% |
| 1 | 9789 | 7.0% |
| 3 | 9463 | 6.7% |
| Other values (3) | 27274 |
| Value | Count | Frequency (%) |
| 0 | 12042 | |
| 1 | 9789 | |
| 2 | 10586 | |
| 3 | 9463 | |
| 4 | 9052 | |
| 5 | 9325 | |
| 6 | 10420 | |
| 7 | 9856 | |
| 8 | 8897 | |
| 9 | 12691 |
| Value | Count | Frequency (%) |
| 12 | 11386 | |
| 11 | 12807 | |
| 10 | 14172 | |
| 9 | 12691 | |
| 8 | 8897 | |
| 7 | 9856 | |
| 6 | 10420 | |
| 5 | 9325 | |
| 4 | 9052 | |
| 3 | 9463 |
Financial Stress
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 MiB |
| 2.0 | |
|---|---|
| 5.0 | |
| 4.0 | |
| 1.0 | |
| 3.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 31423 | |
| 5.0 | 28221 | |
| 4.0 | 27724 | |
| 1.0 | 27171 | |
| 3.0 | 25947 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 31423 | |
| 5.0 | 28221 | |
| 4.0 | 27724 | |
| 1.0 | 27171 | |
| 3.0 | 25947 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 140486 | |
| 0 | 140486 | |
| 2 | 31423 | 7.5% |
| 5 | 28221 | 6.7% |
| 4 | 27724 | 6.6% |
| 1 | 27171 | 6.4% |
| 3 | 25947 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 421458 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 140486 | |
| 0 | 140486 | |
| 2 | 31423 | 7.5% |
| 5 | 28221 | 6.7% |
| 4 | 27724 | 6.6% |
| 1 | 27171 | 6.4% |
| 3 | 25947 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 421458 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 140486 | |
| 0 | 140486 | |
| 2 | 31423 | 7.5% |
| 5 | 28221 | 6.7% |
| 4 | 27724 | 6.6% |
| 1 | 27171 | 6.4% |
| 3 | 25947 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 421458 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 140486 | |
| 0 | 140486 | |
| 2 | 31423 | 7.5% |
| 5 | 28221 | 6.7% |
| 4 | 27724 | 6.6% |
| 1 | 27171 | 6.4% |
| 3 | 25947 | 6.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 70642 | |
| True | 69844 |
Depression
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 115007 | |
| 1 | 25479 | 18.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 115007 | |
| 1 | 25479 | 18.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 115007 | |
| 1 | 25479 | 18.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 140486 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 115007 | |
| 1 | 25479 | 18.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 140486 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 115007 | |
| 1 | 25479 | 18.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 140486 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 115007 | |
| 1 | 25479 | 18.1% |
Interactions
Correlations
| Academic Pressure | Age | CGPA | Depression | Dietary Habits | Family History of Mental Illness | Financial Stress | Gender | Have you ever had suicidal thoughts ? | Job Satisfaction | Sleep Duration | Study Satisfaction | Work Pressure | Work/Study Hours | Working Professional or Student | id | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Academic Pressure | 1.000 | -0.563 | 0.984 | 0.589 | 0.034 | 0.018 | 0.049 | 0.011 | 0.180 | -0.696 | 0.020 | 0.983 | -0.695 | 0.121 | 1.000 | 0.001 |
| Age | -0.563 | 1.000 | -0.561 | 0.624 | 0.030 | 0.014 | 0.057 | 0.052 | 0.183 | 0.413 | 0.025 | -0.561 | 0.343 | -0.114 | 0.700 | 0.002 |
| CGPA | 0.984 | -0.561 | 1.000 | 0.523 | 0.028 | 0.012 | 0.033 | 0.022 | 0.138 | -0.695 | 0.019 | 0.983 | -0.695 | 0.116 | 1.000 | 0.001 |
| Depression | 0.589 | 0.624 | 0.523 | 1.000 | 0.152 | 0.016 | 0.234 | 0.008 | 0.349 | 0.535 | 0.092 | 0.531 | 0.542 | 0.207 | 0.522 | 0.003 |
| Dietary Habits | 0.034 | 0.030 | 0.028 | 0.152 | 1.000 | 0.000 | 0.027 | 0.038 | 0.066 | 0.027 | 0.000 | 0.028 | 0.028 | 0.012 | 0.054 | 0.000 |
| Family History of Mental Illness | 0.018 | 0.014 | 0.012 | 0.016 | 0.000 | 1.000 | 0.013 | 0.015 | 0.009 | 0.017 | 0.003 | 0.013 | 0.015 | 0.015 | 0.013 | 0.003 |
| Financial Stress | 0.049 | 0.057 | 0.033 | 0.234 | 0.027 | 0.013 | 1.000 | 0.011 | 0.092 | 0.041 | 0.020 | 0.036 | 0.035 | 0.024 | 0.064 | 0.000 |
| Gender | 0.011 | 0.052 | 0.022 | 0.008 | 0.038 | 0.015 | 0.011 | 1.000 | 0.010 | 0.015 | 0.003 | 0.013 | 0.005 | 0.015 | 0.006 | 0.006 |
| Have you ever had suicidal thoughts ? | 0.180 | 0.183 | 0.138 | 0.349 | 0.066 | 0.009 | 0.092 | 0.010 | 1.000 | 0.147 | 0.036 | 0.143 | 0.146 | 0.068 | 0.138 | 0.000 |
| Job Satisfaction | -0.696 | 0.413 | -0.695 | 0.535 | 0.027 | 0.017 | 0.041 | 0.015 | 0.147 | 1.000 | 0.014 | -0.695 | 0.472 | -0.101 | 1.000 | 0.001 |
| Sleep Duration | 0.020 | 0.025 | 0.019 | 0.092 | 0.000 | 0.003 | 0.020 | 0.003 | 0.036 | 0.014 | 1.000 | 0.016 | 0.016 | 0.013 | 0.029 | 0.000 |
| Study Satisfaction | 0.983 | -0.561 | 0.983 | 0.531 | 0.028 | 0.013 | 0.036 | 0.013 | 0.143 | -0.695 | 0.016 | 1.000 | -0.695 | 0.114 | 1.000 | 0.002 |
| Work Pressure | -0.695 | 0.343 | -0.695 | 0.542 | 0.028 | 0.015 | 0.035 | 0.005 | 0.146 | 0.472 | 0.016 | -0.695 | 1.000 | -0.083 | 1.000 | 0.001 |
| Work/Study Hours | 0.121 | -0.114 | 0.116 | 0.207 | 0.012 | 0.015 | 0.024 | 0.015 | 0.068 | -0.101 | 0.013 | 0.114 | -0.083 | 1.000 | 0.141 | 0.002 |
| Working Professional or Student | 1.000 | 0.700 | 1.000 | 0.522 | 0.054 | 0.013 | 0.064 | 0.006 | 0.138 | 1.000 | 0.029 | 1.000 | 1.000 | 0.141 | 1.000 | 0.000 |
| id | 0.001 | 0.002 | 0.001 | 0.003 | 0.000 | 0.003 | 0.000 | 0.006 | 0.000 | 0.001 | 0.000 | 0.002 | 0.001 | 0.002 | 0.000 | 1.000 |
Missing values
Sample
| id | Name | Gender | Age | City | Working Professional or Student | Profession | Academic Pressure | Work Pressure | CGPA | Study Satisfaction | Job Satisfaction | Sleep Duration | Dietary Habits | Degree | Have you ever had suicidal thoughts ? | Work/Study Hours | Financial Stress | Family History of Mental Illness | Depression | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | Aaradhya | Female | 49.0 | Ludhiana | Working Professional | Chef | 0.0 | 5.0 | -1.00 | 0.0 | 2.0 | More than 8 hours | Healthy | BHM | No | 1.0 | 2.0 | No | 0 |
| 1 | 1 | Vivan | Male | 26.0 | Varanasi | Working Professional | Teacher | 0.0 | 4.0 | -1.00 | 0.0 | 3.0 | Less than 5 hours | Unhealthy | LLB | Yes | 7.0 | 3.0 | No | 1 |
| 2 | 2 | Yuvraj | Male | 33.0 | Visakhapatnam | Student | Student | 5.0 | 0.0 | 8.97 | 2.0 | 0.0 | 5-6 hours | Healthy | B.Pharm | Yes | 3.0 | 1.0 | No | 1 |
| 3 | 3 | Yuvraj | Male | 22.0 | Mumbai | Working Professional | Teacher | 0.0 | 5.0 | -1.00 | 0.0 | 1.0 | Less than 5 hours | Moderate | BBA | Yes | 10.0 | 1.0 | Yes | 1 |
| 4 | 4 | Rhea | Female | 30.0 | Kanpur | Working Professional | Business Analyst | 0.0 | 1.0 | -1.00 | 0.0 | 1.0 | 5-6 hours | Unhealthy | BBA | Yes | 9.0 | 4.0 | Yes | 0 |
| 5 | 5 | Vani | Female | 59.0 | Ahmedabad | Working Professional | Finanancial Analyst | 0.0 | 2.0 | -1.00 | 0.0 | 5.0 | 5-6 hours | Healthy | MCA | No | 7.0 | 5.0 | No | 0 |
| 6 | 6 | Ritvik | Male | 47.0 | Thane | Working Professional | Chemist | 0.0 | 5.0 | -1.00 | 0.0 | 2.0 | 7-8 hours | Moderate | MD | No | 6.0 | 2.0 | No | 0 |
| 7 | 7 | Rajveer | Male | 38.0 | Nashik | Working Professional | Teacher | 0.0 | 3.0 | -1.00 | 0.0 | 4.0 | 7-8 hours | Unhealthy | B.Pharm | No | 10.0 | 3.0 | Yes | 0 |
| 8 | 8 | Aishwarya | Female | 24.0 | Bangalore | Student | Student | 2.0 | 0.0 | 5.90 | 5.0 | 0.0 | 5-6 hours | Moderate | BSc | No | 3.0 | 2.0 | Yes | 0 |
| 9 | 9 | Simran | Female | 42.0 | Patna | Working Professional | Electrician | 0.0 | 4.0 | -1.00 | 0.0 | 1.0 | 5-6 hours | Healthy | ME | Yes | 7.0 | 2.0 | Yes | 0 |
| id | Name | Gender | Age | City | Working Professional or Student | Profession | Academic Pressure | Work Pressure | CGPA | Study Satisfaction | Job Satisfaction | Sleep Duration | Dietary Habits | Degree | Have you ever had suicidal thoughts ? | Work/Study Hours | Financial Stress | Family History of Mental Illness | Depression | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140690 | 140690 | Rashi | Female | 18.0 | Ludhiana | Student | Student | 5.0 | 0.0 | 6.88 | 2.0 | 0.0 | Less than 5 hours | Healthy | Class 12 | Yes | 10.0 | 5.0 | No | 1 |
| 140691 | 140691 | Zara | Female | 57.0 | Meerut | Working Professional | Teacher | 0.0 | 1.0 | -1.00 | 0.0 | 1.0 | Less than 5 hours | Moderate | B.Arch | Yes | 4.0 | 5.0 | Yes | 0 |
| 140692 | 140692 | Raunak | Male | 49.0 | Bhopal | Working Professional | Financial Analyst | 0.0 | 4.0 | -1.00 | 0.0 | 1.0 | 7-8 hours | Moderate | MBA | No | 9.0 | 1.0 | No | 0 |
| 140693 | 140693 | Shaurya | Male | 55.0 | Srinagar | Working Professional | Data Scientist | 0.0 | 1.0 | -1.00 | 0.0 | 3.0 | Less than 5 hours | Unhealthy | M.Tech | No | 9.0 | 2.0 | No | 0 |
| 140694 | 140694 | Ishaani | Female | 45.0 | Ahmedabad | Working Professional | Teacher | 0.0 | 2.0 | -1.00 | 0.0 | 5.0 | Less than 5 hours | Moderate | B.Ed | Yes | 1.0 | 5.0 | No | 0 |
| 140695 | 140695 | Vidya | Female | 18.0 | Ahmedabad | Working Professional | Other | 0.0 | 5.0 | -1.00 | 0.0 | 4.0 | 5-6 hours | Unhealthy | Class 12 | No | 2.0 | 4.0 | Yes | 1 |
| 140696 | 140696 | Lata | Female | 41.0 | Hyderabad | Working Professional | Content Writer | 0.0 | 5.0 | -1.00 | 0.0 | 4.0 | 7-8 hours | Moderate | B.Tech | Yes | 6.0 | 5.0 | Yes | 0 |
| 140697 | 140697 | Aanchal | Female | 24.0 | Kolkata | Working Professional | Marketing Manager | 0.0 | 3.0 | -1.00 | 0.0 | 1.0 | More than 8 hours | Moderate | B.Com | No | 4.0 | 4.0 | No | 0 |
| 140698 | 140698 | Prachi | Female | 49.0 | Srinagar | Working Professional | Plumber | 0.0 | 5.0 | -1.00 | 0.0 | 2.0 | 5-6 hours | Moderate | ME | Yes | 10.0 | 1.0 | No | 0 |
| 140699 | 140699 | Sai | Male | 27.0 | Patna | Student | Student | 4.0 | 0.0 | 9.24 | 1.0 | 0.0 | Less than 5 hours | Healthy | BCA | Yes | 2.0 | 3.0 | Yes | 1 |